Data modeling courses can help you learn how to create data structures, define relationships between data elements, and ensure data integrity. You can build skills in normalization, schema design, and data visualization techniques. Many courses introduce tools like SQL for database management, ERD tools for visualizing data relationships, and software like Tableau for data analysis, showing how these skills are applied in practical work.

Skills you'll gain: Model Deployment, Dataflow, Real Time Data, Google Cloud Platform, Data Pipelines, Data Warehousing, Extract, Transform, Load, Data Preprocessing, Apache Airflow, Data Governance, Big Data, Tensorflow, Feature Engineering, Data Lakes, Workflow Management, Dashboard, Apache Spark, Metadata Management, Data Processing, Data Management
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Data Wrangling, Analytical Skills, Data Analysis, Data Preprocessing, Data Cleansing, Generative AI, ChatGPT, Data Visualization Software, Jupyter, Statistical Analysis, Artificial Intelligence, Data Collection, Data Management, GitHub, Technical Support, Git (Version Control System), Integrated Development Environments
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Data Visualization Software, Data Structures, Data Manipulation, Pandas (Python Package), NumPy, Exploratory Data Analysis, Python Programming, Data Preprocessing, Scripting, Scripting Languages
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Digital Transformation, Data Processing, Business Intelligence, Business Analytics, Google Cloud Platform, Analytics, Big Data, Data Warehousing, Looker (Software), Cloud Computing, Customer experience strategy (CX), Data Management, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematical Theory & Analysis, Data Analysis, Statistical Methods, Derivatives
Intermediate · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Data Governance, Internal Controls, Accounting Software, Auditing, Fraud detection, Accounting, Data Quality, Alteryx, Business Process Automation, Pandas (Python Package), Automation, Data Analysis, Analytics, Natural Language Processing, Text Mining, Python Programming, GitHub
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Health Equity, Health Disparities, Public Health, Epidemiology, Social Determinants Of Health, Data Collection, Health Policy, Health Informatics, Data Analysis, Research, Surveys
Beginner · Course · 1 - 4 Weeks

University of Pittsburgh
Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Spatial Data Analysis, Data Visualization Software, Tableau Software, Geospatial Information and Technology, Data Visualization, Geographic Information Systems, Geospatial Mapping, Matplotlib, Statistical Visualization, Heat Maps, Plot (Graphics), Seaborn, Storytelling, Text Mining, Data Ethics, Network Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Governance, Data Lakes, Metadata Management, Data Management, Data Warehousing, Data Architecture, Google Cloud Platform, Advanced Analytics, Data Security, Cloud Storage, Big Data, Cloud Computing, Applied Machine Learning, Open Source Technology
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Pipelines, Data Cleansing, Data Governance, Data Transformation, Cloud Security, Data Visualization, Extract, Transform, Load, Data Integration, Data Processing, Data Management, Data Migration, Data Collection, Cloud Computing, Cloud Storage, Data Analysis, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, AI Enablement, Data Cleansing, OpenAI, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, Exploratory Data Analysis, Interactive Data Visualization
Intermediate · Course · 1 - 3 Months